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https://github.com/wassname/pandas-ta.git
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1326 lines
1.3 MiB
Plaintext
1326 lines
1.3 MiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
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"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
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"* Examples below are for **educational purposes only**\n",
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"* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"Pandas TA v0.2.81b0\n",
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"To install the Latest Version:\n",
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"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
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"\n",
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"Populating the interactive namespace from numpy and matplotlib\n"
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]
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}
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],
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"source": [
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"%matplotlib inline\n",
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"import datetime as dt\n",
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"import random as rnd\n",
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"\n",
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"from tqdm import tqdm\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"import matplotlib.ticker as ticker\n",
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"import mplfinance as mpf\n",
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"\n",
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"from alphaVantageAPI.alphavantage import AlphaVantage\n",
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"import pandas_ta as ta\n",
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"\n",
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"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
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"\n",
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"print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n",
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"\n",
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"%pylab inline"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
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]
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},
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{
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||
"cell_type": "code",
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||
"execution_count": 2,
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"metadata": {},
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||
"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pandas TA - Technical Analysis Indicators - v0.2.81b0\n",
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"Total Indicators & Utilities: 200\n",
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"Abbreviations:\n",
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" aberration, above, above_value, accbands, ad, adosc, adx, alma, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, cti, decay, decreasing, dema, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, increasing, inertia, kama, kc, kdj, kst, kurtosis, kvo, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, ssf, stc, stdev, stoch, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n",
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"\n",
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"Candle Patterns:\n",
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||
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n"
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]
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}
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],
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"source": [
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"e = pd.DataFrame()\n",
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"e.ta.indicators()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Individual Indicator help"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Help on function ema in module pandas_ta.overlap.ema:\n",
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"\n",
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"ema(close, length=None, offset=None, **kwargs)\n",
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" Exponential Moving Average (EMA)\n",
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" \n",
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" The Exponential Moving Average is more responsive moving average compared to the\n",
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" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
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" proportional to it's length. There are several different methods of calculating\n",
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" EMA. One method uses just the standard definition of EMA and another uses the\n",
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" SMA to generate the initial value for the rest of the calculation.\n",
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" \n",
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" Sources:\n",
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" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
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" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
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" \n",
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" Calculation:\n",
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" Default Inputs:\n",
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" length=10, adjust=False, sma=True\n",
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" if sma:\n",
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" sma_nth = close[0:length].sum() / length\n",
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" close[:length - 1] = np.NaN\n",
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" close.iloc[length - 1] = sma_nth\n",
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" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
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" \n",
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" Args:\n",
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" close (pd.Series): Series of 'close's\n",
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" length (int): It's period. Default: 10\n",
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" offset (int): How many periods to offset the result. Default: 0\n",
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" \n",
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" Kwargs:\n",
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" adjust (bool, optional): Default: False\n",
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" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
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" fillna (value, optional): pd.DataFrame.fillna(value)\n",
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" fill_method (value, optional): Type of fill method\n",
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" \n",
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" Returns:\n",
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" pd.Series: New feature generated.\n",
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"\n"
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]
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}
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],
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"source": [
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"help(ta.ema)"
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||
]
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},
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{
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||
"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Function to format Millions\n",
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"def format_millions(x, pos):\n",
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||
" \"The two args are the value and tick position\"\n",
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" return \"%1.1fM\" % (x * 1e-6)"
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||
]
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||
},
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||
{
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||
"cell_type": "code",
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||
"execution_count": 5,
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||
"metadata": {},
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||
"outputs": [],
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||
"source": [
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||
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
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" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
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"\n",
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"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
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"# yearly_divisor = 1\n",
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"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
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"# print(recent)\n",
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"def recent_bars(df, tf: str = \"1y\"):\n",
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" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
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" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
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" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
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" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
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"\n",
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"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
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" smin, smax = series.min(), series.max()\n",
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" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
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" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
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" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
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" return (y_min, y_max)\n",
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" return (smin, smax)\n",
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"\n",
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"price_size = (16, 8)\n",
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"ind_size = (16, 3.25)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
|
||
"### Load Daily Ticker Data using yfinance and clean it"
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||
]
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||
},
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||
{
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||
"cell_type": "code",
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||
"execution_count": 6,
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||
"metadata": {},
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||
"outputs": [],
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||
"source": [
|
||
"# help(e.ta.ticker)"
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]
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},
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{
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||
"cell_type": "code",
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||
"execution_count": 7,
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||
"metadata": {},
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||
"outputs": [
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||
{
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||
"name": "stdout",
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||
"output_type": "stream",
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||
"text": [
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||
"\n",
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||
"==== Company Information =====================================================\n",
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"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
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"\n",
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"==== Market Information =====================================================\n",
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||
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
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||
"\n",
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||
"NAV | Yield 418.16 | 1.3300%\n",
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||
"\n",
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||
"\n",
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||
"\n",
|
||
"==== Price Information =====================================================\n",
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||
"Open High Low | Close 418.8700 418.8700 417.7600 | 419.0700\n",
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||
"HL2 | HLC3 | OHLC4 | C - OHLC4 418.6850, 418.8133, 418.8275, 0.2425\n",
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||
"Change (%) 0.8300 (0.1985%)\n",
|
||
"Bid | Ask | Spread 419.05 x 2200 | 419.09 x 900 | 0.0400\n",
|
||
"Volume | Market | Avg Vol (10Day) \n",
|
||
" 40,093,573 | 40,093,573 | 86,852,987 (70,669,942)\n",
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||
"\n",
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||
"52Wk Range (% from 52Wk Low) 296.74 - 422.82 : 126.0800 (41.2246%)\n",
|
||
"SMA 50 | SMA 200 414.5911 | 387.8685\n",
|
||
"Avg. Return 3Yr | 5Yr 17.5000% | 17.0200%\n",
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||
"\n",
|
||
"==== Dividends / Splits =====================================================\n",
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||
"\n",
|
||
"Stock Splits (Last 5 of 114):\n",
|
||
"Date 2021-03-19 2020-12-18 2020-09-18 2020-06-19 2020-03-20\n",
|
||
"Ratio 1.278 1.58 1.339 1.366 1.406\n",
|
||
"SPY(252, 7) from 2020-05-28 00:00:00 to 2021-05-26 00:00:00\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<div>\n",
|
||
"<style scoped>\n",
|
||
" .dataframe tbody tr th:only-of-type {\n",
|
||
" vertical-align: middle;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe tbody tr th {\n",
|
||
" vertical-align: top;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe thead th {\n",
|
||
" text-align: right;\n",
|
||
" }\n",
|
||
"</style>\n",
|
||
"<table border=\"1\" class=\"dataframe\">\n",
|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>open</th>\n",
|
||
" <th>high</th>\n",
|
||
" <th>low</th>\n",
|
||
" <th>close</th>\n",
|
||
" <th>volume</th>\n",
|
||
" <th>dividends</th>\n",
|
||
" <th>stock splits</th>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>date</th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>2020-05-28</th>\n",
|
||
" <td>299.841556</td>\n",
|
||
" <td>301.996993</td>\n",
|
||
" <td>297.469591</td>\n",
|
||
" <td>298.188080</td>\n",
|
||
" <td>90405200</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-05-29</th>\n",
|
||
" <td>297.686126</td>\n",
|
||
" <td>300.146668</td>\n",
|
||
" <td>294.743328</td>\n",
|
||
" <td>299.516785</td>\n",
|
||
" <td>119090800</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-06-01</th>\n",
|
||
" <td>298.827795</td>\n",
|
||
" <td>301.376912</td>\n",
|
||
" <td>298.276636</td>\n",
|
||
" <td>300.727325</td>\n",
|
||
" <td>55758300</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-06-02</th>\n",
|
||
" <td>301.711527</td>\n",
|
||
" <td>303.266606</td>\n",
|
||
" <td>300.284431</td>\n",
|
||
" <td>303.217377</td>\n",
|
||
" <td>74267200</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-06-03</th>\n",
|
||
" <td>305.343334</td>\n",
|
||
" <td>308.276310</td>\n",
|
||
" <td>305.048081</td>\n",
|
||
" <td>307.252716</td>\n",
|
||
" <td>92567600</td>\n",
|
||
" <td>0.0</td>\n",
|
||
" <td>0</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" open high low close volume \\\n",
|
||
"date \n",
|
||
"2020-05-28 299.841556 301.996993 297.469591 298.188080 90405200 \n",
|
||
"2020-05-29 297.686126 300.146668 294.743328 299.516785 119090800 \n",
|
||
"2020-06-01 298.827795 301.376912 298.276636 300.727325 55758300 \n",
|
||
"2020-06-02 301.711527 303.266606 300.284431 303.217377 74267200 \n",
|
||
"2020-06-03 305.343334 308.276310 305.048081 307.252716 92567600 \n",
|
||
"\n",
|
||
" dividends stock splits \n",
|
||
"date \n",
|
||
"2020-05-28 0.0 0 \n",
|
||
"2020-05-29 0.0 0 \n",
|
||
"2020-06-01 0.0 0 \n",
|
||
"2020-06-02 0.0 0 \n",
|
||
"2020-06-03 0.0 0 "
|
||
]
|
||
},
|
||
"execution_count": 7,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Recent Data\n",
|
||
"ticker = \"BTC-USD\"\n",
|
||
"ticker = \"SPY\"\n",
|
||
"df = e.ta.ticker(ticker, kind=\"info\", lc_cols=True)\n",
|
||
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
|
||
"recent_enddate = df.tail(recent_bars(df)).index[-1]\n",
|
||
"print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n",
|
||
"df.tail(recent_bars(df)).head()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Aliases"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"opendf = df[\"open\"]\n",
|
||
"highdf = df[\"high\"]\n",
|
||
"lowdf = df[\"low\"]\n",
|
||
"closedf = df[\"close\"]\n",
|
||
"volumedf = df[\"volume\"]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## DataFrame **constants**: When you need some simple lines for charting"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Columns: open, high, low, close, volume, dividends, stock splits, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# help(df.ta.constants) # for more info\n",
|
||
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
|
||
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
|
||
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
|
||
"print(f\"Columns: {', '.join(list(df.columns))}\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Example Charting Class utilizing **mplfinance** panels"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"class Chart(object):\n",
|
||
" def __init__(self, df: pd.DataFrame = None, strategy: ta.Strategy = ta.CommonStrategy, *args, **kwargs):\n",
|
||
" self.verbose = kwargs.pop(\"verbose\", False)\n",
|
||
"\n",
|
||
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
|
||
" self.df = df\n",
|
||
" if self.df.name is not None and self.df.name != \"\":\n",
|
||
" df_name = str(self.df.name)\n",
|
||
" else:\n",
|
||
" df_name = \"DataFrame\"\n",
|
||
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
|
||
" else:\n",
|
||
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
|
||
" return None\n",
|
||
"\n",
|
||
" self._validate_mpf_kwargs(**kwargs)\n",
|
||
" self._validate_chart_kwargs(**kwargs)\n",
|
||
" self._validate_ta_strategy(strategy)\n",
|
||
"\n",
|
||
" # Build TA and Plot\n",
|
||
" self.df.ta.strategy(self.strategy, verbose=self.verbose)\n",
|
||
" self._plot(**kwargs)\n",
|
||
"\n",
|
||
" def _validate_ta_strategy(self, strategy):\n",
|
||
" if strategy is not None or isinstance(strategy, ta.Strategy):\n",
|
||
" self.strategy = strategy\n",
|
||
" elif len(self.strategy_ta) > 0:\n",
|
||
" print(f\"[+] Strategy: {self.strategy_name}\")\n",
|
||
" else:\n",
|
||
" self.strategy = ta.CommonStrategy \n",
|
||
"\n",
|
||
" def _validate_chart_kwargs(self, **kwargs):\n",
|
||
" \"\"\"Chart Settings\"\"\"\n",
|
||
" self.config = {}\n",
|
||
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
|
||
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
|
||
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
|
||
" self.config[\"volume\"] = kwargs.pop(\"volume\", True)\n",
|
||
"\n",
|
||
" def _validate_mpf_kwargs(self, **kwargs):\n",
|
||
" # mpf global chart settings\n",
|
||
" default_chart = mpf.available_styles()[-1]\n",
|
||
" default_mpf_width = {\n",
|
||
" 'candle_linewidth': 0.6,\n",
|
||
" 'candle_width': 0.525,\n",
|
||
" 'volume_width': 0.525\n",
|
||
" }\n",
|
||
" mpfchart = {}\n",
|
||
"\n",
|
||
" mpf_style = kwargs.pop(\"style\", \"\")\n",
|
||
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
|
||
" mpf_styles = mpf.available_styles()\n",
|
||
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
|
||
" elif mpf_style.lower() in mpf.available_styles():\n",
|
||
" mpfchart[\"style\"] = mpf_style\n",
|
||
"\n",
|
||
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
|
||
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
|
||
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
|
||
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
|
||
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
|
||
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
|
||
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
|
||
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
|
||
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
|
||
" \n",
|
||
" self.mpfchart = mpfchart\n",
|
||
"\n",
|
||
" def _attribution(self):\n",
|
||
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
|
||
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
|
||
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
|
||
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
|
||
"\n",
|
||
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
|
||
" if rpad > 0:\n",
|
||
" dfpad = self.df[-rpad:].copy()\n",
|
||
" dfpad.iloc[:,:] = np.NaN\n",
|
||
"\n",
|
||
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
|
||
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
|
||
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
|
||
" dfpad.index = new_dr # Update the padded index with new dates\n",
|
||
" self.df = self.df.append(dfpad)\n",
|
||
" \n",
|
||
" \n",
|
||
" def _plot(self, **kwargs):\n",
|
||
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
|
||
" print(f\"[X] plot_ratios must be a tuple\")\n",
|
||
" return\n",
|
||
"\n",
|
||
" # Override Chart Title Option\n",
|
||
" chart_title = self.config[\"title\"]\n",
|
||
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
|
||
" chart_title = kwargs.pop(\"title\")\n",
|
||
"\n",
|
||
" # Override Right Bar Padding Option\n",
|
||
" rpad = self.config[\"rpad\"]\n",
|
||
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
|
||
" rpad = int(kwargs[\"rpad\"])\n",
|
||
"\n",
|
||
" def cpanel():\n",
|
||
" return len(self.mpfchart[\"plot_ratios\"])\n",
|
||
"\n",
|
||
" # Last Second Default TA Indicators\n",
|
||
" linreg = kwargs.pop(\"linreg\", False)\n",
|
||
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
|
||
"\n",
|
||
" midpoint = kwargs.pop(\"midpoint\", False)\n",
|
||
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
|
||
"\n",
|
||
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
|
||
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
|
||
"\n",
|
||
" clr = kwargs.pop(\"clr\", False)\n",
|
||
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
|
||
"\n",
|
||
" rsi = kwargs.pop(\"rsi\", False)\n",
|
||
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
|
||
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
|
||
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
|
||
" elif rsi:\n",
|
||
" rsi_name = self.df.ta.rsi(append=True).name\n",
|
||
" else: rsi_name = \"\"\n",
|
||
" \n",
|
||
" zscore = kwargs.pop(\"zscore\", False)\n",
|
||
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
|
||
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
|
||
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
|
||
" elif zscore:\n",
|
||
" zs_name = self.df.ta.zscore(append=True).name\n",
|
||
" else: zs_name = \"\"\n",
|
||
"\n",
|
||
" macd = kwargs.pop(\"macd\", False)\n",
|
||
" macd_name = \"\"\n",
|
||
" if macd:\n",
|
||
" macds = self.df.ta.macd(append=True)\n",
|
||
" macd_name = macds.name\n",
|
||
"\n",
|
||
" squeeze = kwargs.pop(\"squeeze\", False)\n",
|
||
" lazybear = kwargs.pop(\"lazybear\", False)\n",
|
||
" squeeze_name = \"\"\n",
|
||
" if squeeze:\n",
|
||
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
|
||
" squeeze_name = squeezes.name\n",
|
||
"\n",
|
||
" ama = kwargs.pop(\"archermas\", False)\n",
|
||
" ama_name = \"\"\n",
|
||
" if ama:\n",
|
||
" amas = self.df.ta.amat(append=True)\n",
|
||
" ama_name = amas.name\n",
|
||
"\n",
|
||
" aobv = kwargs.pop(\"archerobv\", False)\n",
|
||
" aobv_name = \"\"\n",
|
||
" if aobv:\n",
|
||
" aobvs = self.df.ta.aobv(append=True)\n",
|
||
" aobv_name = aobvs.name\n",
|
||
"\n",
|
||
" # Pad and trim Chart\n",
|
||
" self._right_pad_df(rpad)\n",
|
||
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
|
||
" mpfdf_columns = list(self.df.columns)\n",
|
||
" \n",
|
||
" tsig = kwargs.pop(\"tsignals\", False)\n",
|
||
" if tsig:\n",
|
||
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
|
||
" # or Trade Logic that yields trends in binary.\n",
|
||
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
|
||
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
|
||
" if not isinstance(long_trend, pd.Series):\n",
|
||
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
|
||
" mpfdf.ta.percent_return(append=True)\n",
|
||
" mpfdf.ta.tsignals(long_trend, append=True)\n",
|
||
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
|
||
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
|
||
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\n",
|
||
"\n",
|
||
" # BEGIN: Custom TA Plots and Panels\n",
|
||
" # Modify the area below \n",
|
||
" taplots = [] # Holds all the additional plots\n",
|
||
"\n",
|
||
" # Panel 0: Price Overlay\n",
|
||
" if linreg_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
|
||
"\n",
|
||
" if midpoint_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
|
||
"\n",
|
||
" if ohlc4_name in mpfdf_columns:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
|
||
" \n",
|
||
" if self.strategy.name == ta.CommonStrategy.name:\n",
|
||
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
|
||
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
|
||
" if c in mpfdf_columns: total_sma += 1\n",
|
||
" else: print(f\"[X] Indicator: {c} missing!\")\n",
|
||
" if total_sma == 4:\n",
|
||
" ta_smas = [\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
|
||
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
|
||
" ]\n",
|
||
" taplots += ta_smas\n",
|
||
"\n",
|
||
" if tsig:\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(0.985 * mpfdf.close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
|
||
" mpf.make_addplot(1.015 * mpfdf.close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
|
||
" ]\n",
|
||
" \n",
|
||
" if len(ama_name):\n",
|
||
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
|
||
" amat_sr = amat_sr_.index.to_list()\n",
|
||
" else:\n",
|
||
" amat_sr = None\n",
|
||
"\n",
|
||
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
|
||
" if self.config[\"volume\"]:\n",
|
||
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
|
||
" max_vol = mpfdf[\"volume\"].max()\n",
|
||
" # Volume axis\n",
|
||
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
|
||
" taplots += ta_volume\n",
|
||
"\n",
|
||
" # Panels 2 - 9\n",
|
||
" common_plot_ratio = (3,)\n",
|
||
"\n",
|
||
" if len(aobv_name):\n",
|
||
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
|
||
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if clr_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
|
||
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
|
||
"\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
|
||
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
|
||
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if rsi_name in mpfdf_columns:\n",
|
||
" rsi_ylim = (0, 100)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
" \n",
|
||
" if macd_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
|
||
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
|
||
"\n",
|
||
" if zs_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
|
||
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if squeeze_name in mpfdf_columns:\n",
|
||
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
|
||
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" if tsig:\n",
|
||
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
|
||
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
|
||
" ]\n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" _p = kwargs.pop(\"cstreturn_percenty\", 0.58)\n",
|
||
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
|
||
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
|
||
" taplots += [\n",
|
||
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
|
||
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
|
||
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
|
||
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
|
||
" ] \n",
|
||
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
|
||
"\n",
|
||
" # END: Custom TA Plots and Panels\n",
|
||
" \n",
|
||
" if self.verbose:\n",
|
||
" additional_ta = []\n",
|
||
" chart_title = f\"{chart_title} [{self.strategy.name}] (last {self.config['last']} bars)\"\n",
|
||
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
|
||
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
|
||
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
|
||
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
|
||
" if len(additional_ta) > 0:\n",
|
||
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
|
||
"\n",
|
||
" if amat_sr:\n",
|
||
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
|
||
" else:\n",
|
||
" # Hidden because vlines needs valid arguments even if None \n",
|
||
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
|
||
"\n",
|
||
" # Create Final Plot\n",
|
||
" mpf.plot(mpfdf,\n",
|
||
" title=chart_title,\n",
|
||
" type=self.mpfchart[\"type\"],\n",
|
||
" style=self.mpfchart[\"style\"],\n",
|
||
" datetime_format=\"%-m/%-d/%Y\",\n",
|
||
" volume=self.config[\"volume\"],\n",
|
||
" figsize=self.mpfchart[\"figsize\"],\n",
|
||
" tight_layout=self.mpfchart[\"tight_layout\"],\n",
|
||
" scale_padding=self.mpfchart[\"scale_padding\"],\n",
|
||
" panel_ratios=self.mpfchart[\"plot_ratios\"], # This key needs to be update above if adding more panels\n",
|
||
" xrotation=self.mpfchart[\"xrotation\"],\n",
|
||
" update_width_config=self.mpfchart[\"width_config\"],\n",
|
||
" show_nontrading=self.mpfchart[\"non_trading\"],\n",
|
||
" vlines=vlines_,\n",
|
||
" addplot=taplots\n",
|
||
" )\n",
|
||
" \n",
|
||
" self._attribution()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Charting Example\n",
|
||
"#### Play with the parameters to see different charts and results\n",
|
||
"* This is an example chart so it's not perfect. Enough to get started with common and uncommon plots.\n",
|
||
"* There is a maximum of 10 Panels. In this example, panels 0 and 1 are reserved for Price and Volume respectively.\n",
|
||
" * "
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"[i] Loaded SPY(7133, 34)\n",
|
||
"[+] Strategy: Common Price and Volume SMAs\n",
|
||
"[i] Indicator arguments: {'append': True}\n",
|
||
"[i] Multiprocessing 5 indicators with 7 chunks and 8/8 cpus.\n",
|
||
"[i] Total indicators: 5\n",
|
||
"[i] Columns added: 5\n",
|
||
"[i] Last Run: Wednesday May 26, 2021, NYSE: 10:56:18, Local: 14:56:18 PDT, Day 146/365 (40.00%)\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 12 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.81b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12cbcebb0>"
|
||
]
|
||
},
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Used for example Trend Return Long Trend Below\n",
|
||
"macd_ = ta.macd(closedf)\n",
|
||
"macdh = macd_[macd_.columns[1]]\n",
|
||
"\n",
|
||
"Chart(df,\n",
|
||
" # style: which mplfinance chart style to use. Added \"random\" as an option.\n",
|
||
" # rpad: how many bars to leave empty on the right of the chart\n",
|
||
" style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n",
|
||
" \n",
|
||
" # Overlap Indicators\n",
|
||
" linreg=True, midpoint=False, ohlc4=False, archermas=True,\n",
|
||
" \n",
|
||
" # Example Indicators with default parameters\n",
|
||
" volume=True, rsi=True, clr=False, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
|
||
"\n",
|
||
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
|
||
" archerobv=False,\n",
|
||
"\n",
|
||
" # Create trends and see their returns\n",
|
||
" tsignals=True,\n",
|
||
" # Example Trends or create your own. Trend must yield Booleans\n",
|
||
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
|
||
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
|
||
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
|
||
"# long_trend=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
|
||
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
|
||
"# long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\n",
|
||
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
|
||
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
|
||
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
" verbose=True, # More detail\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Indicator Examples\n",
|
||
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
|
||
"* All indicators can be called one of three ways. Either way, they return the result.\n",
|
||
"\n",
|
||
"### Three ways to use pandas_ta\n",
|
||
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
|
||
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
|
||
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Cumulative Log Return"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2020-05-28 00:00:00 to 2021-05-26 00:00:00 (252)'}, xlabel='date'>"
|
||
]
|
||
},
|
||
"execution_count": 12,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"clr_ma_length = 8\n",
|
||
"clrdf = df.ta.log_return(cumulative=True, append=True)\n",
|
||
"clrmadf = ta.ema(clrdf, length=clr_ma_length)\n",
|
||
"clrxdf = pd.DataFrame({f\"{clrdf.name}\": clrdf, f\"{clrmadf.name}({clrdf.name})\": clrmadf})\n",
|
||
"clrxdf.tail(recent_bars(df)).plot(figsize=ind_size, color=colors(\"BkBl\"), linewidth=1, title=ctitle(clrdf.name, ticker=ticker, length=recent_bars(df)), grid=True)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### MACD"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x12ef8ad90>"
|
||
]
|
||
},
|
||
"execution_count": 13,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
|
||
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
|
||
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### ZScore"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 14,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x12efa5940>"
|
||
]
|
||
},
|
||
"execution_count": 14,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"zscoredf = df.ta.zscore(length=30, append=True)\n",
|
||
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
|
||
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
|
||
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 15,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<matplotlib.lines.Line2D at 0x12ec767c0>"
|
||
]
|
||
},
|
||
"execution_count": 15,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1600x325 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Now Volume Z Score\n",
|
||
"zvscoredf = df.ta.zscore(close=\"volume\", length=30, prefix=\"VOL\", append=True)\n",
|
||
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
|
||
"zvcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zvscoredf.name]].tail(recent_bars(df))\n",
|
||
"zvcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zvscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# New Features"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Squeeze Indicator (John Carter and Lazybear Versions)\n",
|
||
"Squeeze Indicator (__squeeze__)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 16,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# help(ta.squeeze)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 17,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.81b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12e375670>"
|
||
]
|
||
},
|
||
"execution_count": 17,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10, clr=True, squeeze=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Lazybear's TradingView Squeeze"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.81b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12f1cc3d0>"
|
||
]
|
||
},
|
||
"execution_count": 18,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Archer Moving Averages Trends\n",
|
||
"Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n",
|
||
"* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 6 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.81b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12f268d90>"
|
||
]
|
||
},
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10,\n",
|
||
" volume=True, midpoint=False, ohlc4=False,\n",
|
||
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
|
||
" archermas=True, archerobv=False,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Archer On Balance Volume\n",
|
||
"Archer On Balance Volume (__aobv__) returns a DataFrame of OBV, OBV min and max, fast and slow MAs of OBV, and the long and short run trends of the two OBV MAs.\n",
|
||
"* On the chart below, only **OBV**, **OBV min**, _fast_ and _slow_ **OBV MAs**.\n",
|
||
"* Not on the chart are: **OBV LR** and **OBV SR** trends."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 20,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
|
||
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
|
||
"Technical Analysis with Pandas TA v: 0.2.81b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x12f1afd90>"
|
||
]
|
||
},
|
||
"execution_count": 20,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
|
||
" last=recent_bars(df), rpad=10,\n",
|
||
" volume=True, midpoint=False, ohlc4=False,\n",
|
||
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
|
||
" archermas=False, archerobv=True,\n",
|
||
" show_nontrading=False, # Intraday use if needed\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Disclaimer\n",
|
||
"* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individual’s trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n",
|
||
"\n",
|
||
"* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information."
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.9.1"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 4
|
||
}
|